aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.

The "Python Machine Learning (1st edition)" book code repository and info resource

Create delightful software with Jupyter Notebooks

A collection of tutorials and examples for solving and understanding machine learning and pattern classification tasks

We are building an open database of COVID-19 cases with chest X-ray or CT images.

Python library for Multi-Armed Bandits

A high performance implementation of HDBSCAN clustering. http://hdbscan.readthedocs.io/en/latest/

Actor-critic trained w PPO on OpenAI's Procgen Benchmark (PyTorch). Built from scratch.

[DEPRECATED] Advantage Actor Critic model in PyTorch inspired by OpenAI baselines TensorFlow implementation

Example of code and models built for Medium articles

Empirical Likelihood for Contextual Bandits

An interactive book on deep learning, in concept and in MXNet